wonsung-lee's repositories
ai-platform
An open-source platform for automating tasks using machine learning models
causal-inference-tutorial
Repository with code and slides for a tutorial on causal inference.
competitive-data-science-1
How to Win a Data Science Competition: Learn from Top Kagglers
deep-learning-notes
Experiments with Deep Learning
generating-reviews-discovering-sentiment
Code for "Learning to Generate Reviews and Discovering Sentiment"
loglizer
A log analysis toolkit for automated anomaly detection
models
Models and examples built with TensorFlow
paraphrase-id-tensorflow
Various models and code (Manhattan LSTM, Siamese LSTM + Matching Layer, BiMPM) for the paraphrase identification task, specifically with the Quora Question Pairs dataset.
pixel-cnn
adaptation of PixelCNN
RecommenderSystem-Paper
This repository includes some papers that I have read or which I think may be very interesting.
segmentation_keras
DilatedNet in Keras for image segmentation
spotify_recSys_challenge_2018
Spotify RecSys Challenge 2018 submission: team 'hello world!'
tensorflow
Computation using data flow graphs for scalable machine learning
tensorflow-adversarial
Crafting adversarial images
tensorflow-exercises
TensorFlow Exercises - focusing on the comparison with NumPy.
tensorflow-generative-model-collections
Collection of generative models in Tensorflow
tensorflow-models
Useful methods to build and run deep generative models in TensorFlow
TensorFlow-TransX
An implementation of TransE and its extended models for Knowledge Representation Learning on TensorFlow
TensorFlow-Tutorials
Simple tutorials using Google's TensorFlow Framework
tensorflow_tutorials
From the basics to slightly more interesting applications of Tensorflow
tensorflow_with_latest_papers
Implementation of Newest RNN and Seq2Seq Features
tflearn
Deep learning library featuring a higher-level API for TensorFlow.
Variational-Recurrent-Autoencoder-Tensorflow
A tensorflow implementation of "Generating Sentences from a Continuous Space"
VIP
Variational Implicit Processes
VRAE-Tensorflow
A Variational Recurrent Autoencoder implemented with TensorFlow. This model is part of my Master Thesis project which aims to adapt linguistic style. In progress!